Neurology | Psychiatry Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data. July 15, 2024
Medical Imaging | Radiology 3D bi-directional transformer U-Net for medical image segmentation. January 23, 2023
Neuroscience | Psychiatry HIERARCHICAL BRAIN EMBEDDING USING EXPLAINABLE GRAPH LEARNING. January 23, 2023
Neurology | Psychiatry Signed graph representation learning for functional-to-structural brain network mapping. November 28, 2022
Neurology | Psychiatry A Hierarchical Graph Learning Model for Brain Network Regression Analysis. July 29, 2022
Neuroimaging | Neurology | Radiology Disentangled and Proportional Representation Learning for Multi-View Brain Connectomes. July 16, 2022
Ophthalmology LONGL-Net: temporal correlation structure guided deep learning model to predict longitudinal age-related macular degeneration severity. April 1, 2022
Cognitive Neuroscience | Medical Image Analysis | Neuroimaging 4D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN). March 22, 2021
Biomedical imaging | Pathology | Radiology Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images. January 15, 2021
Computer Vision | Radiology Wavelet-Based Dual Recursive Network for Image Super-Resolution. October 27, 2020
Machine Learning | Materials Science | Nanotechnology Virtual molecular projections and convolutional neural networks for end-to-end modeling of nanoparticle activities and properties. September 24, 2020